Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "65"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 65 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 215 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 210 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 65, Node 3:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 10.913476 14.874347 78.556297 78.925751 22.290713 28.739413 31.236811 33.689065 0.0326 0.0326 0.0005 1.253738 1.251880
2459593 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.867513 16.051614 82.625314 84.419260 31.484899 38.244051 13.958369 11.917618 0.0344 0.0344 0.0016 1.211856 1.209610
2459592 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 1.649073 1.783860 7.421566 6.483841 1.303470 3.003936 -1.410390 0.657086 0.0261 0.0276 0.0009 nan nan
2459591 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 18.761975 20.360555 96.531045 97.925249 26.516207 31.926757 1.727257 2.682054 0.0343 0.0344 0.0011 1.185943 1.185515
2459590 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 21.537237 23.791696 89.734133 91.290634 28.658222 34.273460 3.896351 4.794310 0.0337 0.0338 0.0019 1.266864 1.268558
2459589 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.691557 21.631089 83.426801 84.644823 16.976860 22.008332 19.201416 17.564137 0.0330 0.0336 0.0015 1.207623 1.206649
2459588 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.492264 14.234752 101.232545 102.887492 22.024496 25.054423 14.605301 13.385771 0.0314 0.0340 0.0010 1.176235 1.173556
2459587 RF_maintenance 100.00% - - - 100.00% 0.00% 19.015273 21.118982 135.313847 137.981368 6.603468 8.083662 12.156312 12.969766 nan nan nan 0.974400 1.314400
2459586 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.725789 17.460912 31.759525 31.912081 10.094400 11.698446 5.958679 7.358168 0.0334 0.0351 0.0014 1.232511 1.231795
2459585 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.077447 26.194055 10.321289 10.408151 9.358239 10.227726 2.529440 4.249580 0.0282 0.0303 0.0008 0.000000 0.000000
2459584 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.947059 27.098164 111.696186 113.088220 32.423518 41.901795 23.787710 30.729868 0.0311 0.0339 0.0016 0.000000 0.000000
2459583 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.582940 18.224993 34.549138 34.984427 20.134247 23.692107 0.261205 0.561342 0.0335 0.0382 0.0018 1.208904 1.201534
2459582 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.647133 16.452498 31.080665 31.760268 24.015330 28.035210 0.270593 0.640909 0.0303 0.0329 0.0014 1.277400 1.276091
2459581 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.315447 22.324381 36.038279 35.876074 19.060469 22.939551 0.525888 0.806498 0.0316 0.0354 0.0020 1.208168 1.206719
2459580 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.428302 16.470309 36.185647 36.753109 21.247068 24.406300 0.053210 0.537423 0.0310 0.0350 0.0017 0.000000 0.000000
2459579 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459578 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 2.219834 1.827846 3.000390 2.216921 1.124545 0.811106 1.809463 3.042354 0.0278 0.0279 0.0015 nan nan
2459577 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.976578 21.250169 33.471717 33.565250 21.185812 25.108060 0.365582 0.803534 0.0302 0.0328 0.0016 1.240123 1.241051
2459576 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459575 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459574 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.671501 14.959157 25.299672 25.398190 20.728674 24.015981 1.312518 1.709221 0.0316 0.0348 0.0014 1.241870 1.243910
2459573 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.256553 15.920887 43.534378 43.983365 24.962778 28.509788 1.103282 2.008155 0.0327 0.0357 0.0018 0.000000 0.000000
2459572 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.125151 16.054563 25.424623 25.748884 16.090007 18.050134 2.494328 3.405478 0.0331 0.0348 0.0029 1.253482 1.253529
2459571 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 1.677928 1.480647 2.918110 2.297090 1.701375 2.470980 1.671261 3.003284 0.0278 0.0291 0.0015 nan nan
2459570 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.571344 20.398981 27.155272 27.225290 1.334326 1.784280 3.685069 5.377854 0.0453 0.0433 0.0032 1.206283 1.211400
2459569 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.458882 18.904327 33.412922 33.434523 10.524742 10.771766 8.422297 9.212042 0.0332 0.0361 0.0024 1.232680 1.232221
2459566 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.081581 14.239733 33.177698 32.443150 19.136876 20.138719 -0.206488 4.759424 0.0309 0.0310 0.0014 1.336423 1.358147
2459565 RF_maintenance 0.00% - - - 100.00% 0.00% -0.160317 -0.160317 -0.179841 -0.179841 0.501946 0.501946 0.023484 0.023484 nan nan nan 0.000000 0.000000
2459564 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 13.366210 13.849711 35.212853 35.518970 2.472371 2.463746 0.565749 1.181251 0.0324 0.0332 0.0012 1.261615 1.265763
2459563 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 15.475376 16.007834 67.264343 67.730791 19.906804 22.600329 1.625746 2.379296 0.0350 0.0355 0.0016 1.406696 1.413123
2459562 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 9.590279 9.910559 17.288244 17.458751 2.577803 2.823213 0.668847 0.985231 0.0324 0.0364 0.0017 1.241234 1.241251
2459561 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 10.306676 10.509533 16.467138 16.567362 2.867156 2.982271 1.042931 1.725777 0.0315 0.0355 0.0017 1.269545 1.274884
2459560 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 9.438772 9.606025 16.914023 16.854576 2.658390 3.131884 0.650260 0.786901 0.0319 0.0366 0.0018 1.183285 1.184989
2459559 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459558 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.511359 16.426352 34.652976 35.339621 21.849205 23.576981 1.271852 1.764674 0.0332 0.0364 0.0023 1.217597 1.220118
2459557 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0280 0.0294 0.0017 nan nan
2459556 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.900667 16.852489 37.458128 38.306989 19.680419 21.223461 2.870348 4.349903 0.0317 0.0342 0.0019 1.356516 1.370833
2459554 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0320 0.0345 0.0023 nan nan
2459553 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0303 0.0323 0.0014 nan nan
2459552 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 19.544633 20.067304 50.546918 50.539036 29.251338 32.311163 3.212530 3.494726 0.0322 0.0341 0.0029 0.000000 0.000000
2459551 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 9.498526 9.542361 20.462442 20.515814 3.535435 4.323555 1.083079 1.517165 0.0318 0.0353 0.0018 1.257726 1.260883
2459550 RF_maintenance - 98.35% 98.35% 0.00% - - nan nan nan nan nan nan nan nan 0.0449 0.0467 0.0008 nan nan
2459549 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 14.535781 14.851630 37.995974 38.156601 21.253957 23.160651 1.154166 1.687931 0.0321 0.0351 0.0022 1.377022 1.382243
2459542 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.700095 21.275399 77.161259 77.391162 1.089446 1.876514 1.256446 1.917145 0.0336 0.0339 0.0015 1.255342 1.259273
2459541 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 10.084491 9.790563 36.009349 36.740132 255.556587 245.830898 20.665481 15.313627 0.0332 0.0374 0.0019 1.284924 1.288375
2459540 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 13.706079 14.711727 17.192162 17.581239 4.182825 5.228020 0.705592 1.059189 0.0319 0.0357 0.0006 1.260280 1.264133
2459536 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 25.779022 27.909630 65.732656 65.615957 29.621302 31.759087 2.429465 2.979339 0.0317 0.0334 0.0024 0.000000 0.000000
2459535 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 10.690146 11.869940 15.973196 16.132283 2.133305 5.442742 0.161213 0.637955 0.0341 0.0360 0.0010 1.316580 1.347481
2459534 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 11.368120 12.456376 14.842803 14.911137 2.298282 3.962507 0.100709 0.190840 0.0318 0.0322 0.0010 1.250183 1.251939
2459533 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.527057 18.237888 35.408019 35.785638 18.169347 20.847174 1.301167 2.114318 0.0308 0.0342 0.0007 1.343997 1.346357
2459532 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.425306 21.171669 47.718968 48.534649 22.458857 25.652095 0.789880 1.284513 0.0315 0.0346 0.0007 0.000000 0.000000
2459530 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 9.778861 10.327972 15.095644 15.173637 3.559025 4.335619 0.534392 0.772301 0.0317 0.0348 0.0010 1.330404 1.338034
2459527 RF_maintenance 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.873703 25.861918 53.587796 54.060971 40.354741 34.854289 0.108403 1.014126 0.0318 0.0332 0.0011 0.000000 0.000000
2459523 RF_maintenance 100.00% - - - 100.00% 0.00% 22.809644 21.157674 52.281298 51.766319 39.345146 48.350614 14.630835 14.066316 nan nan nan 1.743728 1.790759
2459522 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 17.940610 22.633500 51.377342 52.509431 10.712357 23.582680 1.389515 2.370685 0.0329 0.0312 0.0015 0.000000 0.000000
2459513 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 2.009624 1.812831 2.976478 2.546318 0.374838 0.463081 1.075142 2.071096 0.0315 0.0334 0.0013 nan nan
2459508 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.405591 30.234316 50.064620 51.031393 18.047530 15.586668 12.882508 14.895477 0.0297 0.0311 0.0013 0.000000 0.000000
2459505 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.304565 30.229816 47.017057 49.365882 7.117124 10.134851 0.765281 2.451647 0.0311 0.0352 0.0045 1.246038 1.305325
2459503 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 26.926742 30.616574 82.828494 83.517672 33.788889 33.380656 2.345049 3.508538 0.0278 0.0318 0.0039 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 65: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Power 5.002566 2.298439 3.108924 4.828752 5.002566 3.689974 3.099445 -2.483603 -1.077697

Antenna 65: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Shape 0.314323 0.038482 0.314323 -0.027593 -0.043797 -1.156097 -0.464671 -1.469748 -1.229509

Antenna 65: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Shape 0.029968 0.029968 -0.269469 -0.210304 -0.302646 -0.880086 -1.192258 -0.916411 -1.191263

Antenna 65: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Power 6.074483 3.711075 3.059544 6.019112 6.074483 2.671779 3.535966 -1.325293 -2.335487

Antenna 65: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Power 1.966516 0.788150 1.365625 1.809682 1.966516 1.919273 0.666624 0.623025 0.119145

Antenna 65: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Power 3.727496 2.633622 1.910523 3.727496 3.424072 1.937349 2.336514 -1.493281 -2.221649

Antenna 65: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Variability 9.447893 2.313705 3.258326 4.892185 5.014290 9.447893 9.067088 -3.057245 -0.779540

Antenna 65: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Temporal Discontinuties -0.410518 -0.698473 -0.617520 -0.898005 -1.111875 -2.074996 -1.544261 -1.004922 -0.410518

Antenna 65: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Power 1.571857 0.848010 0.842903 1.571857 1.128802 -0.494098 0.026971 -1.816881 -0.732822

Antenna 65: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Power 1.133484 0.727079 0.253962 1.114076 1.133484 0.401898 0.647729 -0.481391 -1.475661

Antenna 65: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Temporal Variability 1.261492 0.581200 0.798273 0.698839 0.609428 0.399994 1.261492 -1.358218 -0.316913

Antenna 65: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Temporal Variability 36.554997 0.260152 0.494652 0.680718 0.741008 0.358995 36.554997 -1.271642 6.084586

Antenna 65: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Power 1.747141 1.201145 0.582642 1.747141 0.957022 0.089103 0.045980 -1.851024 -1.580482

Antenna 65: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Power 8.323613 2.218536 3.284193 5.412869 8.323613 3.928762 6.146719 -1.377446 -1.665204

Antenna 65: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Variability 6.999357 2.820027 3.439167 5.012135 5.140044 6.999357 6.841910 -1.278142 -1.136835

Antenna 65: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Shape 0.735403 0.506555 0.735403 0.499644 0.427497 0.280010 0.645863 -1.722136 -1.239897

Antenna 65: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Variability 3.201231 0.915210 1.012973 2.380804 2.132469 3.201231 2.029686 -1.779868 -0.650465

Antenna 65: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Temporal Variability 10.167659 4.407905 3.234024 0.619997 1.015543 1.021444 10.167659 1.140626 2.608232

Antenna 65: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 Nnan Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 65: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 65: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 65: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 65: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 65: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 65: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Shape 6.810986 6.810986 4.360797 2.237712 2.004059 1.395225 4.765216 1.748430 3.291572

Antenna 65: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Power 8.429971 2.512809 1.938637 8.429971 7.311686 5.307538 4.523522 -2.477069 -0.878082

Antenna 65: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Power 1.675853 0.844598 0.925205 1.205749 1.675853 0.961762 1.318332 -0.809510 -1.583129

Antenna 65: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Shape 5.428669 3.679873 5.428669 1.180395 1.129899 1.876510 1.517069 1.830121 0.695371

Antenna 65: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Shape 4.472133 3.233938 4.472133 1.234382 0.807031 0.015632 2.406348 2.999198 0.838756

Antenna 65: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Shape 5.683648 4.000866 5.683648 1.173134 0.908217 1.075956 3.303010 2.125836 0.749069

Antenna 65: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Variability 11.247609 1.891318 2.000200 4.919106 5.639454 6.956344 11.247609 -0.133004 -1.679569

Antenna 65: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Variability 5.189823 4.199598 2.976496 0.764486 1.221191 5.189823 0.624156 0.920406 4.042432

Antenna 65: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Shape 3.638327 2.578251 3.638327 1.055383 0.732167 -0.180714 1.154564 1.130915 0.049461

Antenna 65: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Temporal Discontinuties 2.766973 1.837434 2.571453 0.772967 0.418134 1.587208 1.810204 2.766973 0.433015

Antenna 65: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Shape 4.278390 2.842626 4.278390 0.887894 0.710469 2.665017 3.642356 3.375604 0.977472

Antenna 65: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Shape 3.048182 2.183287 3.048182 0.681967 0.377863 0.459155 2.524993 1.253577 0.038718

Antenna 65: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Power 5.805268 2.746024 3.730625 5.355680 5.805268 5.672691 5.027560 -2.121590 -0.487192

Antenna 65: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Shape 2.536477 2.536477 1.887204 0.493344 1.087873 0.558395 2.126374 0.934892 1.016893

Antenna 65: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Temporal Variability 3.577788 2.169550 3.086740 0.904885 0.572521 3.577788 0.741979 2.214273 0.345131

Antenna 65: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Temporal Variability 8.261311 4.332985 2.922741 1.144864 1.131362 2.084963 8.261311 1.403351 2.775253

Antenna 65: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Shape 4.308714 4.308714 2.839290 0.589033 0.595423 0.951670 2.868863 1.985634 3.890255

Antenna 65: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Shape 3.475540 3.475540 2.366338 0.752599 0.955482 1.787160 0.819139 1.305588 3.299166

Antenna 65: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Variability 7.219738 2.640285 3.043680 6.631168 6.145302 7.219738 6.389138 -2.334796 -0.827995

Antenna 65: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Shape 4.729239 3.138895 4.729239 1.178658 1.062542 2.471221 -0.019546 2.882606 1.098690

Antenna 65: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Power 7.159023 3.348044 2.618409 7.010025 7.159023 5.795428 6.056325 -1.171035 -0.317659

Antenna 65: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Shape 1.535931 1.349505 1.535931 0.446429 0.255145 -1.010786 -0.292174 0.464511 -0.007557

Antenna 65: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Temporal Variability 5.255775 1.579267 1.877869 0.865946 0.565844 5.255775 -1.125950 0.731876 -0.095405

Antenna 65: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 RF_maintenance ee Temporal Variability 7.717082 2.386484 2.772899 7.037336 6.391118 7.717082 6.225346 -2.813147 -0.026307

Antenna 65: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 RF_maintenance nn Temporal Discontinuties 0.732973 0.265168 0.398915 -0.802068 -0.913744 -1.187720 -0.951900 0.732973 0.016291

Antenna 65: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 RF_maintenance nn Power 1.652993 0.887762 0.818783 1.652993 1.142640 0.005532 0.829451 0.137047 -0.469018

Antenna 65: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 RF_maintenance nn Power 3.272409 1.294316 2.189268 3.272409 2.926321 0.849105 -0.273845 0.356831 -0.398418

Antenna 65: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 RF_maintenance nn Temporal Variability 15.111753 1.290199 2.237863 4.540802 4.286417 15.111753 -0.254878 -0.351459 -0.432147

Antenna 65: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 RF_maintenance ee Power 7.562731 -0.507868 0.336376 7.562731 6.541889 1.411965 0.933761 -2.281579 -1.241599

Antenna 65: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 RF_maintenance ee Power 3.284827 0.371001 -0.514763 2.858642 3.284827 0.741691 0.704818 -1.263008 -1.941881

Antenna 65: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 RF_maintenance ee Power 2.120625 1.762382 1.762382 2.120625 2.120625 0.674491 0.674491 0.674491 0.674491

Antenna 65: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 RF_maintenance nn Temporal Discontinuties -0.515564 -0.634893 -0.634893 -0.674491 -0.674491 -0.517454 -0.517454 -0.515564 -0.515564

Antenna 65: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 RF_maintenance ee Temporal Variability 0.439386 0.435083 0.435083 0.403719 0.403719 0.439386 0.439386 0.439096 0.439096

Antenna 65: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 RF_maintenance ee Temporal Variability 5.766081 2.365357 1.819452 4.344476 4.531139 5.043689 5.766081 -1.352822 -1.154232

Antenna 65: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 3 RF_maintenance nn Temporal Discontinuties 10.051511 -0.026167 1.573165 7.666712 9.206709 6.474284 5.942433 8.939021 10.051511

Antenna 65: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 3 RF_maintenance ee Power 3.522110 -0.631402 0.101233 3.522110 3.082072 1.492816 0.699030 1.461979 1.884024

Antenna 65: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 3 RF_maintenance ee Power 8.840310 0.043297 0.726943 8.840310 6.752381 1.210091 0.227196 -3.135226 -2.096738

Antenna 65: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 3 RF_maintenance ee Power 9.591799 0.605557 1.295792 9.591799 7.696540 3.564549 1.962319 -4.060809 -3.188230

Antenna 65: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 3 RF_maintenance ee Temporal Variability 54.166891 1.033884 1.163236 6.456565 5.547830 54.166891 44.386363 -2.627944 -0.934289

Antenna 65: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 3 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 65: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 3 RF_maintenance ee Power 13.757811 3.547537 3.476959 11.857123 13.757811 -0.438330 -2.552205 -4.884133 -9.450869

Antenna 65: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 3 RF_maintenance ee Power 10.375393 3.447351 3.613228 8.882385 10.375393 3.691201 4.798557 -1.581817 -1.538662

Antenna 65: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 3 RF_maintenance ee Power 9.516160 4.235987 4.254083 8.305420 9.516160 2.421592 4.206613 -1.638533 -1.813776

Antenna 65: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 3 RF_maintenance ee Power 13.161719 4.291367 4.047542 13.161719 11.150555 2.771479 1.399144 -2.181411 -2.052341

Antenna 65: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 3 RF_maintenance nn Power 70.983625 23.920802 20.346628 70.983625 69.253378 18.448145 16.812849 7.158121 4.861380

Antenna 65: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 3 RF_maintenance nn Power 59.041922 18.984537 23.532222 57.773524 59.041922 23.754690 22.493197 4.256383 6.095902

Antenna 65: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 3 RF_maintenance nn Power 61.384264 24.204058 20.441086 61.384264 59.886545 15.731351 15.912573 5.095762 3.624333

Antenna 65: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 3 RF_maintenance nn Power 82.615941 23.965157 27.698896 81.148298 82.615941 30.431040 30.972225 6.051561 7.971028

Antenna 65: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 3 RF_maintenance nn Power 61.297858 21.287873 17.760018 61.297858 59.675098 9.817936 10.580926 2.048797 1.328148

Antenna 65: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 3 RF_maintenance nn Power 62.241987 27.353411 24.737621 62.241987 61.108458 37.747175 33.828202 9.609198 7.461311

Antenna 65: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 3 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 65: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 3 RF_maintenance nn Shape 12.753475 12.753475 11.873343 10.189512 10.406324 2.415014 1.689803 10.276002 6.468851

Antenna 65: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 3 RF_maintenance nn Power 84.574469 19.900069 22.538428 82.753279 84.574469 32.767836 32.322488 32.985811 30.617670

Antenna 65: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 3 RF_maintenance nn Power 63.579602 21.048387 24.013652 62.209328 63.579602 15.714303 19.046783 10.447181 13.916853

Antenna 65: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 3 RF_maintenance nn Temporal Variability 6.506483 -0.671898 0.254785 0.142355 0.494044 1.118883 6.506483 2.284898 3.955360

Antenna 65: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 3 RF_maintenance nn Power 122.908263 28.762854 25.898876 122.908263 120.811107 54.508859 54.660521 11.743744 8.820676

Antenna 65: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 3 RF_maintenance nn Shape 12.769381 12.311195 12.769381 8.481502 8.400665 2.536234 2.935274 6.210058 10.642617

Antenna 65: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 3 RF_maintenance nn Power 93.947831 25.516445 21.834895 93.947831 92.097124 28.651212 28.559015 15.361974 17.551047

Antenna 65: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 3 RF_maintenance nn Power 83.904147 17.168308 20.084481 81.633404 83.904147 32.540483 31.969931 7.533678 7.343276

Antenna 65: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 3 RF_maintenance nn Power 70.323213 23.761745 19.760796 70.323213 68.667427 32.766827 32.711649 13.246816 10.428342

Antenna 65: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 3 RF_maintenance nn Power 60.450718 24.323813 19.647567 60.450718 59.393660 22.512997 22.119699 14.396154 10.900692

Antenna 65: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 3 RF_maintenance nn Power 77.413954 27.841947 22.715479 77.413954 75.740090 29.930203 29.522397 11.291828 15.986041

Antenna 65: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 3 RF_maintenance nn Power 56.994056 28.077589 22.172807 56.994056 55.473927 28.813305 28.384513 11.694601 9.108335

Antenna 65: 2459655

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 3 RF_maintenance ee Shape 14.846146 14.846146 14.410662 9.670636 9.495240 1.705176 1.783148 4.571681 8.022272

Antenna 65: 2459653

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 3 RF_maintenance nn Power 60.207687 29.381625 23.148834 60.207687 59.164593 30.101850 29.005675 3.995579 2.945613

Antenna 65: 2459652

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 3 RF_maintenance nn Power 81.626731 28.504507 36.435804 79.896180 81.626731 29.688506 30.602841 4.707581 6.257913

Antenna 65: 2459651

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 3 RF_maintenance nn Power 88.578856 31.356024 35.947706 87.149316 88.578856 13.222261 13.317702 18.860428 18.274662

Antenna 65: 2459650

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 3 RF_maintenance nn Power 76.715683 21.917474 19.985309 76.715683 75.377639 24.514158 25.348831 21.973445 21.660710

Antenna 65: 2459649

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 3 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 65: 2459648

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 3 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 65: 2459647

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 3 RF_maintenance ee Temporal Variability 31035.066253 1.181521 1.181521 1036.048689 1036.048689 31035.066253 31035.066253 6.764495 6.764495

Antenna 65: 2459646

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 3 RF_maintenance nn Power 72.479926 18.543755 21.874520 70.296026 72.479926 28.761654 30.394568 5.723915 7.980339

Antenna 65: 2459645

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 3 RF_maintenance nn Power 78.311960 18.799607 22.647322 75.781820 78.311960 27.408578 28.177942 14.608587 23.189476

Antenna 65: 2459642

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 3 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 65: 2459640

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 3 RF_maintenance nn Power 75.579101 22.425315 28.503550 73.706885 75.579101 29.847019 33.911232 2.676885 4.149538

Antenna 65: 2459639

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 3 RF_maintenance nn Power 71.982657 17.547474 22.355543 70.129473 71.982657 26.710544 29.623064 3.904695 5.484246